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Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning Models

Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning Models

17 June 2025
Tuan Dat Phuong
Long-Vu Hoang
Huy-Dat Tran
ArXiv (abs)PDFHTML

Papers citing "Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning Models"

7 / 7 papers shown
Title
Nes2Net: A Lightweight Nested Architecture for Foundation Model Driven Speech Anti-spoofing
Nes2Net: A Lightweight Nested Architecture for Foundation Model Driven Speech Anti-spoofing
Tianchi Liu
Duc-Tuan Truong
Rohan Kumar Das
K. Lee
Haizhou Li
69
2
0
08 Apr 2025
KAN: Kolmogorov-Arnold Networks
KAN: Kolmogorov-Arnold Networks
Ziming Liu
Yixuan Wang
Sachin Vaidya
Fabian Ruehle
James Halverson
Marin Soljacic
Thomas Y. Hou
Max Tegmark
242
563
0
30 Apr 2024
ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild
ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild
Xuechen Liu
Xin Wang
Md. Sahidullah
J. Patino
Héctor Delgado
...
Massimiliano Todisco
Junichi Yamagishi
Nicholas W. D. Evans
A. Nautsch
Kong Aik Lee
92
189
0
05 Oct 2022
Estimation of speaker age and height from speech signal using bi-encoder
  transformer mixture model
Estimation of speaker age and height from speech signal using bi-encoder transformer mixture model
Tarun Gupta
Duc-Tuan Truong
Tran The Anh
Chng Eng Siong
42
16
0
22 Mar 2022
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at
  Scale
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale
Arun Babu
Changhan Wang
Andros Tjandra
Kushal Lakhotia
Qiantong Xu
...
Yatharth Saraf
J. Pino
Alexei Baevski
Alexis Conneau
Michael Auli
SSL
110
708
0
17 Nov 2021
AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph
  Attention Networks
AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks
Jee-weon Jung
Hee-Soo Heo
Hemlata Tak
Hye-jin Shim
Joon Son Chung
Bong-Jin Lee
Ha-Jin Yu
Nicholas W. D. Evans
200
307
0
04 Oct 2021
Human Perception of Audio Deepfakes
Human Perception of Audio Deepfakes
Nicolas Müller
Karla Markert
Konstantin Böttinger
68
50
0
20 Jul 2021
1